Optimization

Single Image Reflection Separation via Component Synergy ICCV 2023 Single-shot General Hyper-parameter Optimization for Federated Learning ICLR 2023 Single Timescale Actor-Critic Method to Solve the Linear Quadratic Regulator with Convergence Guarantees JMLR 2023 Singularformer: Learning to Decompose Self-Attention to Linearize the Complexity of Transformer IJCAI 2023 Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming NeurIPS 2023 Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions NeurIPS 2023 Skip-Plan: Procedure Planning in Instructional Videos via Condensed Action Space Learning ICCV 2023 SLACK: Stable Learning of Augmentations With Cold-Start and KL Regularization CVPR 2023 SLM: A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization NeurIPS 2023 SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies AAAI 2023 Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning EMNLP 2023 Smart Initial Basis Selection for Linear Programs ICML 2023 SMATCH++: Standardized and Extended Evaluation of Semantic Graphs EACL 2023 SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts EMNLP 2023 SODA: Robust Training of Test-Time Data Adaptors NeurIPS 2023 SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning ICLR 2023 SOL: Sampling-based Optimal Linear bounding of arbitrary scalar functions NeurIPS 2023 Solving a Class of Non-Convex Minimax Optimization in Federated Learning NeurIPS 2023 Solving Constrained Variational Inequalities via a First-order Interior Point-based Method ICLR 2023 Solving multi-model MDPs by coordinate ascent and dynamic programming UAI 2023 Solving stochastic weak Minty variational inequalities without increasing batch size ICLR 2023 Sorting with Predictions NeurIPS 2023 SOTASTREAM: A Streaming Approach to Machine Translation Training EMNLP 2023 SoTTA: Robust Test-Time Adaptation on Noisy Data Streams NeurIPS 2023 SP2 : A Second Order Stochastic Polyak Method ICLR 2023